Peter Frazier
Prof Assoc
Operations Research & Info Eng DEPT · EN
Recent Papers (21)
2025-11-24 · Food Hydrocolloids
Improving thermal and gastric stability of phytase via pH shifting and coacervation: A demonstration of Bayesian optimization for rapid process tuning
Peter I. FrazierProf Assoc, Operations Research & Info Eng DEPT · EN
Alireza AbbaspourradProf Assoc, Food Science · CALS
2021-12-31
Bayesian Optimization of Function Networks
Peter I. FrazierProf Assoc, Operations Research & Info Eng DEPT · EN
2021-11-12
Multi-Step Budgeted Bayesian Optimization with Unknown Evaluation Costs
Peter I. FrazierProf Assoc, Operations Research & Info Eng DEPT · EN
2021-07-25
Restless Bandits with Many Arms: Beating the Central Limit Theorem
Peter I. FrazierProf Assoc, Operations Research & Info Eng DEPT · EN
2020-06-16
Matching Queues, Flexibility and Incentives
Peter I. FrazierProf Assoc, Operations Research & Info Eng DEPT · EN
2019-06-04
Bayesian Optimization of Composite Functions
Peter I. FrazierProf Assoc, Operations Research & Info Eng DEPT · EN
2019-03-12
Practical Multi-fidelity Bayesian Optimization for Hyperparameter Tuning
Peter I. FrazierProf Assoc, Operations Research & Info Eng DEPT · EN
2019-01-18
Probabilistic Bisection Converges Almost as Quickly as Stochastic Approximation
Peter I. FrazierProf Assoc, Operations Research & Info Eng DEPT · EN
Shane G. HendersonProfessor, Operations Research & Info Eng DEPT · EN
2018-01-01
Stratified Bayesian Optimization
Peter I. FrazierProf Assoc, Operations Research & Info Eng DEPT · EN
2016-11-01
The Bayesian Linear Information Filtering Problem
Peter I. FrazierProf Assoc, Operations Research & Info Eng DEPT · EN
2016-04-25
Unbiased Comparative Evaluation of Ranking Functions
Peter I. FrazierProf Assoc, Operations Research & Info Eng DEPT · EN
Thorsten JoachimsProfessor, Computer Science DEPT · BCIS
2016-04-11
Mean Field Equilibria for Competitive Exploration in Resource Sharing Settings
Peter I. FrazierProf Assoc, Operations Research & Info Eng DEPT · EN
2016-03-01
Multi-Information Source Optimization
Peter I. FrazierProf Assoc, Operations Research & Info Eng DEPT · EN
2016-03-01
Multi-Information Source Optimization with General Model Discrepancies
Peter I. FrazierProf Assoc, Operations Research & Info Eng DEPT · EN
2016-02-16
Parallel Bayesian Global Optimization of Expensive Functions
Peter I. FrazierProf Assoc, Operations Research & Info Eng DEPT · EN
2016-01-01
The Parallel Knowledge Gradient Method for Batch Bayesian Optimization
Peter I. FrazierProf Assoc, Operations Research & Info Eng DEPT · EN
2015-12-12
Bayesian Optimization for Materials Design
Peter I. FrazierProf Assoc, Operations Research & Info Eng DEPT · EN
2015-04-22
A Hierarchical Distance-dependent Bayesian Model for Event Coreference Resolution
Claire CardieProfessor, Computer Science DEPT · BCIS
Peter I. FrazierProf Assoc, Operations Research & Info Eng DEPT · EN
2014-09-12
A New Optimal Stepsize for Approximate Dynamic Programming
Peter I. FrazierProf Assoc, Operations Research & Info Eng DEPT · EN
2011-10-25
Distance Dependent Infinite Latent Feature Models
Peter I. FrazierProf Assoc, Operations Research & Info Eng DEPT · EN
2009-10-06
Distance Dependent Chinese Restaurant Processes
Peter I. FrazierProf Assoc, Operations Research & Info Eng DEPT · EN